Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9546078 0.8343841
bt 0.9166438 0.7769859
maxnet 0.8984157 0.7093361
gam 0.8952360 0.6735925
glm 0.8955101 0.7174497

Variable Importance

Partial Dependence